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Os03g0717000

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Similar to TMK protein precursor.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 8.88 (0.0312) R2 : 0.435
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.19 (0.0775) R2dC : 0.294 R2C : 0.242
β3 : 1.27 (0.103) R2dE : 0.193 R2E : 0.139
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0862 (0.066) R2dN8 : 0.003 R2N8 : -0.00244
σ : 0.586
deviance : 158.48
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C
peak time of C : 14.6
E
wheather : temperature
threshold : 27.63
memory length : 935
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
155.32 0.586 8.89 -0.16 1.03 1.49 -0.813 0.496 -0.0501 13.6 25.32 731 -- --
155.37 0.581 8.9 -0.239 1.04 1.54 -0.813 -- -0.0664 13.6 25.4 740 -- --
156.82 0.583 8.85 0.0223 1.19 1.24 -- 1.58 0.0691 14.4 26.28 909 -- --
156.99 0.584 8.88 -0.274 1.17 1.38 -- -- 0.0345 14.3 26.96 910 -- --
181.22 0.627 9.03 -0.613 -- 2.1 -- -1.87 -0.439 -- 23.04 218 -- --
205.89 0.673 8.89 0.0697 1.15 -- -0.598 -- 0.0294 15.5 -- -- -- --
206.94 0.674 8.9 0.059 1.15 -- -- -- 0.0261 15.6 -- -- -- --
182.83 0.63 8.95 -0.338 -- 1.89 -- -- -0.254 -- 23.04 225 -- --
158.48 0.586 8.88 -- 1.19 1.27 -- -- 0.0862 14.6 27.63 935 -- --
280.41 0.782 8.89 0.0108 -- -- -- -- -0.00441 -- -- -- -- --
207.03 0.673 8.9 -- 1.15 -- -- -- 0.0195 15.6 -- -- -- --
185.68 0.635 8.94 -- -- 1.83 -- -- -0.203 -- 23.2 229 -- --
280.41 0.782 8.89 -- -- -- -- -- -0.00561 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 150.59 temperature 30 720 < th dose independent rect. 18 17
5 153.99 temperature 30 720 < th dose independent rect. 9 21
9 154.63 temperature 30 720 < th dose independent rect. 9 11
13 154.70 temperature 25 720 > th dose dependent rect. 12 22
17 154.83 temperature 25 720 > th dose dependent rect. 6 17
34 155.11 temperature 30 720 < th dose independent sin 10 NA
43 155.23 temperature 30 720 < th dose independent rect. 1 20
45 155.24 temperature 25 720 > th dose dependent rect. 20 23
50 155.28 temperature 25 720 > th dose dependent rect. 15 23
57 155.37 temperature 25 720 > th dose dependent rect. 17 23
71 155.50 temperature 25 720 > th dose dependent no NA NA
80 155.71 temperature 30 720 < th dose independent rect. 23 22
102 155.98 temperature 30 720 < th dose independent rect. 9 17
115 156.31 temperature 30 720 < th dose independent rect. 3 17
137 156.54 temperature 30 720 > th dose independent sin 10 NA
144 156.64 temperature 30 720 > th dose independent rect. 17 18
154 156.70 humidity 60 1440 > th dose independent rect. 11 8
163 156.79 humidity 60 1440 > th dose independent rect. 11 12
166 156.79 humidity 60 1440 > th dose independent rect. 11 20
170 156.80 humidity 60 1440 > th dose independent rect. 11 18
173 156.80 temperature 25 720 > th dose dependent sin 21 NA
174 156.81 humidity 60 1440 > th dose independent rect. 11 10
177 156.81 humidity 60 1440 > th dose independent rect. 11 16
202 156.95 temperature 30 720 < th dose independent rect. 15 15
206 156.98 humidity 60 1440 > th dose independent sin 16 NA
208 156.99 humidity 60 1440 < th dose independent rect. 12 7
217 157.05 temperature 10 720 > th dose dependent rect. 6 18
274 157.39 humidity 60 1440 < th dose independent sin 16 NA
298 157.58 temperature 30 720 > th dose dependent sin 10 NA
327 157.76 humidity 70 1440 < th dose dependent rect. 16 1
353 157.93 temperature 30 720 > th dose dependent rect. 17 18
363 157.99 humidity 60 14400 < th dose independent rect. 17 1
385 158.10 temperature 30 720 < th dose independent rect. 15 6
388 158.11 humidity 90 270 < th dose dependent sin 20 NA
392 158.13 temperature 30 720 > th dose independent rect. 13 23
414 158.28 temperature 30 1440 > th dose independent rect. 10 2
423 158.34 temperature 30 720 < th dose independent sin 18 NA
445 158.40 temperature 30 720 < th dose independent no NA NA
455 158.45 temperature 30 1440 < th dose independent rect. 9 3
456 158.45 temperature 30 720 > th dose independent rect. 11 23
471 158.54 temperature 30 720 > th dose independent rect. 9 10
488 158.55 humidity 70 1440 < th dose dependent rect. 15 4
513 158.71 humidity 70 1440 < th dose dependent sin 14 NA
515 158.72 temperature 30 720 > th dose independent no NA NA
623 158.83 temperature 25 720 > th dose dependent rect. 11 8
628 158.84 humidity 70 1440 < th dose dependent rect. 15 17
655 158.93 temperature 30 720 > th dose independent sin 18 NA
757 159.12 temperature 30 1440 > th dose dependent rect. 11 1
763 159.13 temperature 30 720 < th dose independent rect. 3 23
943 159.28 radiation 20 1440 > th dose dependent rect. 16 16
959 159.35 temperature 25 1440 > th dose dependent rect. 6 2